模型

层数

全连接层结构

准确率

ResNet50

1

Dense(1024, activation='relu') BatchNormalization()

0.7422

ResNet50

1

Dense(1024, activation='relu') BatchNormalization()

0.5932

2

Dense(512, activation='relu') BatchNormalization()

ResNet50

1

Dense(1024, activation='relu') BatchNormalization()

0.6105

2

Dense(512, activation='relu') BatchNormalization()

3

Dense(512, activation='relu') BatchNormalization()

InceptionV3

1

Dense(1024, activation='relu') BatchNormalization()

0.5128

InceptionV3

1

Dense(1024, activation='relu') BatchNormalization()

0.4983

2

Dense(512, activation='relu') BatchNormalization()

InceptionV3

1

Dense(1024, activation='relu') BatchNormalization()

0.5112

2

Dense(512, activation='relu') BatchNormalization()

3

Dense(512, activation='relu') BatchNormalization()

VGG16

1

Dense(1024, activation='relu') BatchNormalization()

0.7059

VGG16

1

Dense(1024, activation='relu') BatchNormalization()

0.7327

2

Dense(512, activation='relu') BatchNormalization()

VGG16

1

Dense(1024, activation='relu') BatchNormalization()

0.7400

2

Dense(512, activation='relu') BatchNormalization()

3

Dense(512, activation='relu') BatchNormalization()